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Because the accuracy of model could be significantly improved by combining multiple models, a support vector machine (SVM) fusion modeling approach was proposed to build the soft sensor model. The model is built based on the time series data and the sub-model is built based on least square SVM algorithm in every sub-space. In order to minimize the severe correlation among sub-models, and improve the...
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